The Clique Minimal Separator (CMS) Decomposition is a procedure that splits a graph into a set of
subgraphs separated by minimal clique separators, adding the separating clique to each component
produced by the separation. At the end we have a set of atoms. The CMS decomposition is unique
and yields the set of the atoms independent of the order of the decomposition.